Amazon Fraud Detector will no longer be open to new customers starting November 7, 2025. If you would like to use Amazon Fraud Detector, sign up prior to that date. For capabilities similar to Amazon Fraud Detector, explore Amazon SageMaker AI, AutoGluon, and AWS WAF.
PredictionExplanations
The prediction explanations that provide insight into how each event variable impacted the model version's fraud prediction score.
Contents
- aggregatedVariablesImpactExplanations
-
The details of the aggregated variables impact on the prediction score.
Account Takeover Insights (ATI) model uses event variables from the login data you provide to continuously calculate a set of variables (aggregated variables) based on historical events. For example, your ATI model might calculate the number of times an user has logged in using the same IP address. In this case, event variables used to derive the aggregated variables are
IP addressanduser.Type: Array of AggregatedVariablesImpactExplanation objects
Required: No
- variableImpactExplanations
-
The details of the event variable's impact on the prediction score.
Type: Array of VariableImpactExplanation objects
Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
